- 专利标题: Processing computational graphs
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申请号: US15965742申请日: 2018-04-27
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公开(公告)号: US10534997B2公开(公告)日: 2020-01-14
- 发明人: Paul A. Tucker , Jeffrey Adgate Dean , Sanjay Ghemawat , Yuan Yu
- 申请人: Google LLC
- 申请人地址: US CA Mountain View
- 专利权人: Google LLC
- 当前专利权人: Google LLC
- 当前专利权人地址: US CA Mountain View
- 代理机构: Fish & Richardson P.C.
- 主分类号: G06E1/00
- IPC分类号: G06E1/00 ; G06E3/00 ; G06F15/18 ; G06G7/00 ; G06N3/08 ; G06F9/50 ; G06N3/063 ; G06N3/04 ; G06N5/04
摘要:
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for receiving a request from a client to process a computational graph; obtaining data representing the computational graph, the computational graph comprising a plurality of nodes and directed edges, wherein each node represents a respective operation, wherein each directed edge connects a respective first node to a respective second node that represents an operation that receives, as input, an output of an operation represented by the respective first node; identifying a plurality of available devices for performing the requested operation; partitioning the computational graph into a plurality of subgraphs, each subgraph comprising one or more nodes in the computational graph; and assigning, for each subgraph, the operations represented by the one or more nodes in the subgraph to a respective available device in the plurality of available devices for operation.
公开/授权文献
- US20180247197A1 PROCESSING COMPUTATIONAL GRAPHS 公开/授权日:2018-08-30
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